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Netlify — agentic threat model

8.9AIVSS 8.9 · High

This agent possesses high-risk capabilities due to its direct integration with Netlify's production environment, allowing it to create, build, and deploy live web properties using sensitive authentication tokens.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.85Factor sum 5.4/10Threat ×1.05Mitigation ×0.95
Autonomy of Action
0.80
Goal-Driven Planning
0.60
Self-Modification
0.10
Dynamic Tool Use
0.90
Persistent Memory
0.30
Contextual Awareness
0.50
Dynamic Identity
0.70
Multi-Agent Interactions
0.40
Non-Determinism
0.60
Opacity & Reflexivity
0.50

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — The underlying foundation model is not specified, but it is vulnerable to prompt injection attacks that could trick the agent into executing unauthorized deployment commands or exfiltrating Netlify tokens.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The data operations layer is not detailed, but the agent must handle sensitive build configurations, environment variables, and site source code which are vulnerable to unauthorized exfiltration.

L3 · Agent Frameworks✓ mapped

The agent framework integrates directly with the Netlify MCP server. The primary threat is tool misuse, where malicious prompts can force the agent to trigger unauthorized site builds, modify site configurations, or deploy malicious code to live web properties.

L4 · Deployment & Infrastructure✓ mapped

The deployment infrastructure relies on Netlify's hosting environment. Compromise of the agent or its host environment could expose the Netlify authentication token, leading to complete control over the associated Netlify account and hosted sites.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of built-in guardrails, logging, or observability tools to monitor agent actions, detect anomalous deployment behaviors, or prevent unauthorized configuration changes.

L6 · Security & Compliance (cross-cutting)✓ mapped

Security relies heavily on a Netlify authentication token. If the token lacks granular, least-privilege scoping, the agent inherits excessive permissions, allowing full administrative access to create, delete, or modify live production sites.

L7 · Agent Ecosystem✓ mapped

As an MCP server, this agent is designed to interact with other agents or orchestrators. A compromised upstream agent could abuse this trust relationship to execute unauthorized deployment operations or harvest Netlify credentials.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).